Machine Learning Techniques for Regression in Energy Disaggregation.
Christos KonstantopoulosSpyros SioutasKonstantinos TsichlasPublished in: AIAI (1) (2022)
Keyphrases
- energy saving
- energy consumption
- regression model
- energy minimization
- machine learning methods
- regression analysis
- energy efficient
- machine learning
- model selection
- regression method
- low energy
- machine learning algorithms
- regression methods
- energy function
- locally weighted
- database
- energy efficiency
- regression algorithm
- regression problems
- ridge regression
- support vector regression
- linear regression
- information retrieval
- gaussian processes
- power consumption
- kernel function
- simple linear
- sensor networks
- wireless sensor networks
- objective function
- minimum energy
- information systems
- regression function
- multi variate
- polynomial regression